Accelerated Bayesian inference of plasma profiles with self-consistent MHD 
equilibria at W7-X via neural networks

Merlo, A.; Pavone, A.; Böckenhoff, D.; Pasch, E.; Fuchert, G.; Brunner, K. J.; Rahbarnia, K.; Schilling, J.; Höfel, U.; Kwak, S.; Svensson, J.; Pedersen, T. S.; W7-X Team, Max Planck Institute for Plasma Physics, Max Planck Society

doi:10.1088/1748-0221/18/11/P11012

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Accelerated Bayesian inference of plasma profiles with self-consistent MHD equilibria at W7-X via neural networks

MPS-Authors

/persons/resource/persons245519

Merlo, A.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203816

Pavone, A.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203650

Böckenhoff, D.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons110111

Pasch, E.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons131026

Fuchert, G.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons205017

Brunner, K. J.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons110215

Rahbarnia, K.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons211443

Schilling, J.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons191408

Höfel, U.
Stellarator Heating and Optimisation (E3), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons203629

Kwak, S.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

/persons/resource/persons110611

Svensson, J.
Stellarator Dynamics and Transport (E5), Max Planck Institute for Plasma Physics, Max Planck Society;

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https://doi.org/10.1088/1748-0221/18/11/P11012
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Citation

Merlo, A., Pavone, A., Böckenhoff, D., Pasch, E., Fuchert, G., Brunner, K. J., et al. (2023). Accelerated Bayesian inference of plasma profiles with self-consistent MHD equilibria at W7-X via neural networks. Journal of Instrumentation, 18: P11012. doi:10.1088/1748-0221/18/11/P11012.

Cite as: https://hdl.handle.net/21.11116/0000-000E-2B9D-2

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